{"id":"W4386304331","doi":"10.18280/mmep.100412","title":"A Lotka-Volterra Non-linear Differential Equation Model for Evaluating Tick Parasitism in Canine Populations","year":2023,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Covenant University Centre for Research, Innovation and Discovery; Covenant University","keywords":"Volterra equations; Parasitism; Mathematics; Nonlinear system; Applied mathematics; Physics; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006680071,0.0006686957,0.00072383,0.0004649573,0.0003588483,0.0008994113,0.001126026,0.001610919,0.001793783],"category_scores_gemma":[0.001884951,0.0003418517,0.0007970302,0.00039916,0.00034535,0.0006817069,0.0006071056,0.001060684,0.0003514957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007298663,"about_ca_system_score_gemma":0.0008784621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009916998,"about_ca_topic_score_gemma":0.007993702,"domain_scores_codex":[0.9997322,0.0001057003,0.00001581318,0.00006286916,0.00004526207,0.00003802582],"domain_scores_gemma":[0.9994492,0.0003443382,0.00007919061,0.00001515894,0.00009058871,0.00002154175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003244695,0.00004796304,0.003001976,0.00007129576,0.00004532928,0.0001811745,0.00008348732,0.9768257,0.002332077,0.01134263,0.000502995,0.005532949],"study_design_scores_gemma":[0.000001739324,0.000009172209,0.0001998842,0.00000195257,0.000004983567,0.00001207293,0.000006844763,0.9989328,0.0000451891,0.0006464215,0.0001354893,0.000003441855],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1154351,0.0007799026,0.8733726,0.0007305221,0.0001777201,0.0001291524,0.0004020468,0.0002216509,0.008751263],"genre_scores_gemma":[0.9456798,0.0006499019,0.04012118,0.0001337204,0.00006203267,0.0003808418,0.0002904357,0.00003556324,0.01264657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009916998,"threshold_uncertainty_score":0.01971853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09712594360713896,"score_gpt":0.3047574841465498,"score_spread":0.2076315405394109,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}